Data Scientist (with Deep Learning Experience & PhD only)

Mandatory

Job Title: Data Scientist (Deep Learning & PhD experience Required)

Experience: 2 Years to 8 Years

MUST HAVE SKILLS REQUIRED:

• (MUST) Basics: Mathematics, Statistics, Physics, Bayesian Models

• (STRONG) Programming & DH

  : Python, Data Structures, Algorithms

• (STRONG)

  Data Handling

  : Python, EDA, Statistics, Probability Distributions

• (STRONG) Learning & Deep Learning

  : TensorFlow, PyTorch, GANs, Transformers

• (STRONG)

  Cloud & GPU: GCP, GPU-based machines, Model Optimization

• (STRONG) Model Lifecycle

  : Custom Loss Functions, Evaluation Metrics, Scalability

Overview:

NPCI Data Analytics team is seeking a talented and motivated Data Scientist to join our team. As a Data Scientist, you will play a crucial role in modelling complex problems, uncovering insights, and identifying new opportunities through the use of statistical, algorithmic, mining, and visualization techniques. You will be focused on utilizing NPCI product data and analytics to solve business problems by applying machine learning and deep learning techniques, conducting statistical analysis, and building high-quality predictive systems that are integrated with our services.

Key Responsibilities:

• Develop and implement deep learning models for various applications.
• Work with large datasets and perform exploratory data analysis.
• Develop custom loss functions and evaluation metrics.
• Collaborate with cross-functional teams to ensure successful deployment of models.
• Optimize models for performance, scalability, and efficiency.
• Conduct research and stay up to date with the latest developments in the field of deep learning.
• Participate in code reviews and provide feedback to team members.

Qualifications:

• Bachelor's or Master's degree in Computer Science, Mathematics, or related field with 3+ years of experience.
• Strong proficiency in

  Python

  programming language.
• Good understanding of data structures and algorithms.
• Strong understanding of statistics and probability distributions
• Hands-on Experience with GANs and Transformers
• Experience with both Tensorflow and Pytorch frameworks.
• Familiarity with Google Cloud Platform (GCP) and working on GPU based machines.
• Strong problem-solving skills.
• Excellent written and verbal communication skills.
• Ability to work independently as well as in a team environment.
• Strong Communication skills and ability to simplify complex information and results into simple concepts and actionable insights for a variety of audiences.